Import conversations and extract knowledge.
AI agents use import_conversations to create or update resources in Project Tessera — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Project Tessera environment.
This tool adds or modifies data in the workspace memory system (conversations and extracted knowledge). It is reversible (conversations can be removed or re-indexed), so it qualifies as Write rather than Destructive. The severity is medium because mass import of malicious or private conversations could pollute the knowledge base or expose sensitive data, but the operation itself is not irreversible.
From the tool's definition Tool description states 'Import conversations and extract knowledge' — import and extract are Write operations that create new data entries in the vector store and knowledge graph.
Documented attack patterns abuse exactly the kind of access import_conversations gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Project Tessera, and nothing reaches the server without passing your rules. This is the rule we recommend for import_conversations:
{
"version": "1",
"default": "deny",
"tools": {
"import_conversations": {
"limits": [
{
"counter": "import_conversations_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}import_conversations stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
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Import conversations and extract knowledge. It is categorised as a Write tool in the Project Tessera MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Project Tessera MCP server in PolicyLayer and add a rule for import_conversations: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Project Tessera. Nothing to install.
import_conversations is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the import_conversations rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for import_conversations. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
import_conversations is provided by the Project Tessera MCP server (besslframework-stack/project-tessera). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Project Tessera, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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43 Project Tessera tools catalogued and risk-classified — across an index of 43,000+ MCP servers.